PARIS—Rémy Cointreau SA isn't switching drinks in China, even if that means sacrificing profits in the short term.

The French drinks maker said Thursday it suffered another steep fall in China in its latest quarter, with sales for its Rémy Martin cognac tumbling over 30% amid a crackdown on corruption in the country that has chilled the entire industry for the past year.